Dataset statistics
| Number of variables | 42 |
|---|---|
| Number of observations | 167 |
| Missing cells | 3751 |
| Missing cells (%) | 53.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 54.9 KiB |
| Average record size in memory | 336.8 B |
Variable types
| NUM | 36 |
|---|---|
| CAT | 5 |
| BOOL | 1 |
Reproduction
| Analysis started | 2020-03-23 00:55:59.426460 |
|---|---|
| Analysis finished | 2020-03-23 01:00:54.012417 |
| Version | pandas-profiling v2.5.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
25 is highly correlated with 24 and 5 other fields | High Correlation |
24 is highly correlated with 25 and 5 other fields | High Correlation |
33 is highly correlated with 32 and 5 other fields | High Correlation |
32 is highly correlated with 33 and 5 other fields | High Correlation |
35 is highly correlated with 18 and 6 other fields | High Correlation |
18 is highly correlated with 35 and 5 other fields | High Correlation |
36 is highly correlated with 8 and 7 other fields | High Correlation |
8 is highly correlated with 36 and 5 other fields | High Correlation |
34 is highly correlated with 36 and 5 other fields | High Correlation |
37 is highly correlated with 0 and 40 other fields | High Correlation |
0 is highly correlated with 37 and 4 other fields | High Correlation |
1 is highly correlated with 37 and 4 other fields | High Correlation |
2 is highly correlated with 37 and 4 other fields | High Correlation |
3 is highly correlated with 37 and 4 other fields | High Correlation |
4 is highly correlated with 37 and 4 other fields | High Correlation |
5 is highly correlated with 37 and 4 other fields | High Correlation |
6 is highly correlated with 37 and 4 other fields | High Correlation |
7 is highly correlated with 37 and 4 other fields | High Correlation |
9 is highly correlated with 37 and 4 other fields | High Correlation |
10 is highly correlated with 37 and 4 other fields | High Correlation |
11 is highly correlated with 37 and 4 other fields | High Correlation |
12 is highly correlated with 37 and 4 other fields | High Correlation |
13 is highly correlated with 37 and 4 other fields | High Correlation |
14 is highly correlated with 37 and 4 other fields | High Correlation |
15 is highly correlated with 37 and 4 other fields | High Correlation |
16 is highly correlated with 37 and 4 other fields | High Correlation |
17 is highly correlated with 37 and 4 other fields | High Correlation |
19 is highly correlated with 37 and 4 other fields | High Correlation |
20 is highly correlated with 37 and 4 other fields | High Correlation |
21 is highly correlated with 37 and 4 other fields | High Correlation |
22 is highly correlated with 37 and 4 other fields | High Correlation |
23 is highly correlated with 37 and 4 other fields | High Correlation |
26 is highly correlated with 37 and 4 other fields | High Correlation |
27 is highly correlated with 37 and 4 other fields | High Correlation |
28 is highly correlated with 37 and 4 other fields | High Correlation |
29 is highly correlated with 37 and 4 other fields | High Correlation |
30 is highly correlated with 37 and 4 other fields | High Correlation |
31 is highly correlated with 37 and 4 other fields | High Correlation |
38 is highly correlated with 0 and 40 other fields | High Correlation |
39 is highly correlated with 0 and 40 other fields | High Correlation |
40 is highly correlated with 0 and 40 other fields | High Correlation |
41 is highly correlated with 0 and 40 other fields | High Correlation |
8 has 2 (1.2%) missing values | Missing |
9 has 3 (1.8%) missing values | Missing |
10 has 6 (3.6%) missing values | Missing |
11 has 15 (9.0%) missing values | Missing |
12 has 26 (15.6%) missing values | Missing |
13 has 40 (24.0%) missing values | Missing |
14 has 53 (31.7%) missing values | Missing |
15 has 63 (37.7%) missing values | Missing |
16 has 69 (41.3%) missing values | Missing |
17 has 75 (44.9%) missing values | Missing |
18 has 82 (49.1%) missing values | Missing |
19 has 90 (53.9%) missing values | Missing |
20 has 101 (60.5%) missing values | Missing |
21 has 108 (64.7%) missing values | Missing |
22 has 116 (69.5%) missing values | Missing |
23 has 119 (71.3%) missing values | Missing |
24 has 129 (77.2%) missing values | Missing |
25 has 132 (79.0%) missing values | Missing |
26 has 138 (82.6%) missing values | Missing |
27 has 140 (83.8%) missing values | Missing |
28 has 145 (86.8%) missing values | Missing |
29 has 150 (89.8%) missing values | Missing |
30 has 156 (93.4%) missing values | Missing |
31 has 157 (94.0%) missing values | Missing |
32 has 158 (94.6%) missing values | Missing |
33 has 160 (95.8%) missing values | Missing |
34 has 161 (96.4%) missing values | Missing |
35 has 161 (96.4%) missing values | Missing |
36 has 163 (97.6%) missing values | Missing |
37 has 165 (98.8%) missing values | Missing |
38 has 165 (98.8%) missing values | Missing |
39 has 165 (98.8%) missing values | Missing |
40 has 165 (98.8%) missing values | Missing |
41 has 165 (98.8%) missing values | Missing |
| Distinct count | 166 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.19918189884079174 |
|---|---|
| Minimum | -4.496242914285714 |
| Maximum | 4.584175785714286 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -4.496242914 |
|---|---|
| 5-th percentile | -2.092904102 |
| Q1 | -0.8061114809 |
| median | -0.2365671357 |
| Q3 | 0.3763820093 |
| 95-th percentile | 2.085074979 |
| Maximum | 4.584175786 |
| Range | 9.0804187 |
| Interquartile range (IQR) | 1.18249349 |
Descriptive statistics
| Standard deviation | 1.334691145 |
|---|---|
| Coefficient of variation (CV) | -6.700865657 |
| Kurtosis | 2.572793237 |
| Mean | -0.1991818988 |
| Median Absolute Deviation (MAD) | 0.9327840094 |
| Skewness | 0.6307372619 |
| Sum | -33.06419521 |
| Variance | 1.781400454 |
| Value | Count | Frequency (%) | |
| 1.450433107 | 1 | 0.6% | |
| -1.248035529 | 1 | 0.6% | |
| -0.5594796494 | 1 | 0.6% | |
| 0.254347 | 1 | 0.6% | |
| 0.2242179429 | 1 | 0.6% | |
| -0.40231445 | 1 | 0.6% | |
| -0.06221153571 | 1 | 0.6% | |
| -0.4968030507 | 1 | 0.6% | |
| 2.213997757 | 1 | 0.6% | |
| 3.4786912 | 1 | 0.6% | |
| Other values (156) | 156 | 93.4% |
| Value | Count | Frequency (%) | |
| -4.496242914 | 1 | 0.6% | |
| -3.622928729 | 1 | 0.6% | |
| -3.465549943 | 1 | 0.6% | |
| -2.630157057 | 1 | 0.6% | |
| -2.549368793 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 4.584175786 | 1 | 0.6% | |
| 4.433447471 | 1 | 0.6% | |
| 4.252708193 | 1 | 0.6% | |
| 3.4786912 | 1 | 0.6% | |
| 3.436811371 | 1 | 0.6% |
| Distinct count | 166 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.20763606425086056 |
|---|---|
| Minimum | -3.6389341142857146 |
| Maximum | 4.155597607142857 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -3.638934114 |
|---|---|
| 5-th percentile | -2.147583744 |
| Q1 | -0.8270125725 |
| median | -0.2184140464 |
| Q3 | 0.3681612929 |
| 95-th percentile | 1.521749544 |
| Maximum | 4.155597607 |
| Range | 7.794531721 |
| Interquartile range (IQR) | 1.195173865 |
Descriptive statistics
| Standard deviation | 1.129492504 |
|---|---|
| Coefficient of variation (CV) | -5.43977034 |
| Kurtosis | 2.020505471 |
| Mean | -0.2076360643 |
| Median Absolute Deviation (MAD) | 0.8130160204 |
| Skewness | 0.006936535889 |
| Sum | -34.46758667 |
| Variance | 1.275753316 |
| Value | Count | Frequency (%) | |
| -1.437366086 | 1 | 0.6% | |
| -2.463195501 | 1 | 0.6% | |
| -0.4713223571 | 1 | 0.6% | |
| -0.6404897286 | 1 | 0.6% | |
| 1.916821234 | 1 | 0.6% | |
| -0.3920749929 | 1 | 0.6% | |
| 0.7240919786 | 1 | 0.6% | |
| -0.393942625 | 1 | 0.6% | |
| -2.275419686 | 1 | 0.6% | |
| -1.094855379 | 1 | 0.6% | |
| Other values (156) | 156 | 93.4% |
| Value | Count | Frequency (%) | |
| -3.638934114 | 1 | 0.6% | |
| -3.637108371 | 1 | 0.6% | |
| -3.4835564 | 1 | 0.6% | |
| -2.888704379 | 1 | 0.6% | |
| -2.624274786 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 4.155597607 | 1 | 0.6% | |
| 2.988157514 | 1 | 0.6% | |
| 2.339070043 | 1 | 0.6% | |
| 2.319116636 | 1 | 0.6% | |
| 1.916821234 | 1 | 0.6% |
| Distinct count | 166 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.1748607221863167 |
|---|---|
| Minimum | -3.6357608357142857 |
| Maximum | 5.1110794492857154 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -3.635760836 |
|---|---|
| 5-th percentile | -2.047630184 |
| Q1 | -0.6395805232 |
| median | -0.1157852393 |
| Q3 | 0.3387590989 |
| 95-th percentile | 1.292451746 |
| Maximum | 5.111079449 |
| Range | 8.746840285 |
| Interquartile range (IQR) | 0.9783396221 |
Descriptive statistics
| Standard deviation | 1.090986058 |
|---|---|
| Coefficient of variation (CV) | -6.239171638 |
| Kurtosis | 3.86823963 |
| Mean | -0.1748607222 |
| Median Absolute Deviation (MAD) | 0.7647550031 |
| Skewness | 0.1994565726 |
| Sum | -29.02687988 |
| Variance | 1.19025058 |
| Value | Count | Frequency (%) | |
| -0.18389233 | 1 | 0.6% | |
| -0.4839118929 | 1 | 0.6% | |
| 1.124950136 | 1 | 0.6% | |
| -0.9886383914 | 1 | 0.6% | |
| -0.3997467929 | 1 | 0.6% | |
| 0.1494489443 | 1 | 0.6% | |
| -0.2966025 | 1 | 0.6% | |
| 0.7378038557 | 1 | 0.6% | |
| -2.010985307 | 1 | 0.6% | |
| -0.4933534357 | 1 | 0.6% | |
| Other values (156) | 156 | 93.4% |
| Value | Count | Frequency (%) | |
| -3.635760836 | 1 | 0.6% | |
| -3.48694615 | 1 | 0.6% | |
| -3.069924564 | 1 | 0.6% | |
| -2.901895321 | 1 | 0.6% | |
| -2.650563943 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 5.111079449 | 1 | 0.6% | |
| 2.933781764 | 1 | 0.6% | |
| 2.335732943 | 1 | 0.6% | |
| 1.842681771 | 1 | 0.6% | |
| 1.687765564 | 1 | 0.6% |
| Distinct count | 166 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.13366303169664373 |
|---|---|
| Minimum | -3.8981468428571433 |
| Maximum | 4.590161214285714 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -3.898146843 |
|---|---|
| 5-th percentile | -2.306372812 |
| Q1 | -0.6108246804 |
| median | -0.09815872143 |
| Q3 | 0.3347701429 |
| 95-th percentile | 1.462129452 |
| Maximum | 4.590161214 |
| Range | 8.488308057 |
| Interquartile range (IQR) | 0.9455948232 |
Descriptive statistics
| Standard deviation | 1.122596388 |
|---|---|
| Coefficient of variation (CV) | -8.398705118 |
| Kurtosis | 3.227696004 |
| Mean | -0.1336630317 |
| Median Absolute Deviation (MAD) | 0.767945418 |
| Skewness | 0.07946966761 |
| Sum | -22.18806326 |
| Variance | 1.260222651 |
| Value | Count | Frequency (%) | |
| -1.930068929 | 1 | 0.6% | |
| -0.3471264964 | 1 | 0.6% | |
| -0.1068612211 | 1 | 0.6% | |
| 0.08870002143 | 1 | 0.6% | |
| 0.7262197493 | 1 | 0.6% | |
| 0.5969904714 | 1 | 0.6% | |
| -0.6460843643 | 1 | 0.6% | |
| 0.07590462929 | 1 | 0.6% | |
| -0.4947123571 | 1 | 0.6% | |
| -0.0003629428571 | 1 | 0.6% | |
| Other values (156) | 156 | 93.4% |
| Value | Count | Frequency (%) | |
| -3.898146843 | 1 | 0.6% | |
| -3.563799674 | 1 | 0.6% | |
| -3.187273471 | 1 | 0.6% | |
| -2.733350064 | 1 | 0.6% | |
| -2.677248857 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 4.590161214 | 1 | 0.6% | |
| 3.434064143 | 1 | 0.6% | |
| 3.0466321 | 1 | 0.6% | |
| 2.328094092 | 1 | 0.6% | |
| 1.991271729 | 1 | 0.6% |
| Distinct count | 166 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.052942415467969024 |
|---|---|
| Minimum | -3.3876531785714272 |
| Maximum | 4.0077704 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -3.387653179 |
|---|---|
| 5-th percentile | -1.700373412 |
| Q1 | -0.5772030089 |
| median | -0.07391944286 |
| Q3 | 0.4310095402 |
| 95-th percentile | 1.848192616 |
| Maximum | 4.0077704 |
| Range | 7.395423579 |
| Interquartile range (IQR) | 1.008212549 |
Descriptive statistics
| Standard deviation | 1.087537892 |
|---|---|
| Coefficient of variation (CV) | -20.54190167 |
| Kurtosis | 2.68078932 |
| Mean | -0.05294241547 |
| Median Absolute Deviation (MAD) | 0.7548854002 |
| Skewness | 0.3327792048 |
| Sum | -8.788440968 |
| Variance | 1.182738668 |
| Value | Count | Frequency (%) | |
| -0.5587608143 | 1 | 0.6% | |
| -0.5646899929 | 1 | 0.6% | |
| -0.3634130071 | 1 | 0.6% | |
| 0.3326907143 | 1 | 0.6% | |
| 0.9688478071 | 1 | 0.6% | |
| 0.07860167143 | 1 | 0.6% | |
| 0.5385401929 | 1 | 0.6% | |
| -0.4164962286 | 1 | 0.6% | |
| -0.1898715357 | 1 | 0.6% | |
| 1.010489686 | 1 | 0.6% | |
| Other values (156) | 156 | 93.4% |
| Value | Count | Frequency (%) | |
| -3.387653179 | 1 | 0.6% | |
| -3.285288286 | 1 | 0.6% | |
| -3.187232314 | 1 | 0.6% | |
| -2.903329443 | 1 | 0.6% | |
| -2.23864065 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 4.0077704 | 1 | 0.6% | |
| 3.538452914 | 1 | 0.6% | |
| 3.16139005 | 1 | 0.6% | |
| 2.744476729 | 1 | 0.6% | |
| 2.457054652 | 1 | 0.6% |
| Distinct count | 166 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08010947777861448 |
|---|---|
| Minimum | -2.697017025714286 |
| Maximum | 4.101522264285715 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -2.697017026 |
|---|---|
| 5-th percentile | -1.440903884 |
| Q1 | -0.5465735345 |
| median | 0.01509296429 |
| Q3 | 0.4912878309 |
| 95-th percentile | 2.364830054 |
| Maximum | 4.101522264 |
| Range | 6.79853929 |
| Interquartile range (IQR) | 1.037861365 |
Descriptive statistics
| Standard deviation | 1.075390796 |
|---|---|
| Coefficient of variation (CV) | 13.42401455 |
| Kurtosis | 2.247008357 |
| Mean | 0.08010947778 |
| Median Absolute Deviation (MAD) | 0.7475055734 |
| Skewness | 0.8623234587 |
| Sum | 13.29817331 |
| Variance | 1.156465363 |
| Value | Count | Frequency (%) | |
| 0.8636670814 | 1 | 0.6% | |
| -0.08613258571 | 1 | 0.6% | |
| 0.1804595643 | 1 | 0.6% | |
| -1.29115635 | 1 | 0.6% | |
| -1.075702221 | 1 | 0.6% | |
| -1.453814273 | 1 | 0.6% | |
| 0.8888796786 | 1 | 0.6% | |
| -0.7209858357 | 1 | 0.6% | |
| -0.004406014286 | 1 | 0.6% | |
| 0.3730143929 | 1 | 0.6% | |
| Other values (156) | 156 | 93.4% |
| Value | Count | Frequency (%) | |
| -2.697017026 | 1 | 0.6% | |
| -2.612989514 | 1 | 0.6% | |
| -2.1163723 | 1 | 0.6% | |
| -1.953937224 | 1 | 0.6% | |
| -1.842711622 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 4.101522264 | 1 | 0.6% | |
| 3.496947571 | 1 | 0.6% | |
| 3.161694571 | 1 | 0.6% | |
| 3.054033286 | 1 | 0.6% | |
| 3.033269286 | 1 | 0.6% |
| Distinct count | 166 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1402191320034423 |
|---|---|
| Minimum | -4.531409042857143 |
| Maximum | 5.408927212142857 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -4.531409043 |
|---|---|
| 5-th percentile | -1.203409852 |
| Q1 | -0.43944186 |
| median | 0.02550877071 |
| Q3 | 0.5240982589 |
| 95-th percentile | 2.354597314 |
| Maximum | 5.408927212 |
| Range | 9.940336255 |
| Interquartile range (IQR) | 0.9635401189 |
Descriptive statistics
| Standard deviation | 1.199721004 |
|---|---|
| Coefficient of variation (CV) | 8.556043582 |
| Kurtosis | 5.610165304 |
| Mean | 0.140219132 |
| Median Absolute Deviation (MAD) | 0.7751219476 |
| Skewness | 1.308895891 |
| Sum | 23.27637591 |
| Variance | 1.439330488 |
| Value | Count | Frequency (%) | |
| 0.6959686214 | 1 | 0.6% | |
| 1.253727564 | 1 | 0.6% | |
| 0.58235355 | 1 | 0.6% | |
| 0.47919265 | 1 | 0.6% | |
| -0.6690553929 | 1 | 0.6% | |
| 0.3388783786 | 1 | 0.6% | |
| 0.2060375643 | 1 | 0.6% | |
| -0.3612343893 | 1 | 0.6% | |
| -0.8333871671 | 1 | 0.6% | |
| -0.9063779 | 1 | 0.6% | |
| Other values (156) | 156 | 93.4% |
| Value | Count | Frequency (%) | |
| -4.531409043 | 1 | 0.6% | |
| -2.534203907 | 1 | 0.6% | |
| -1.830905093 | 1 | 0.6% | |
| -1.493997079 | 1 | 0.6% | |
| -1.483761436 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 5.408927212 | 1 | 0.6% | |
| 4.648380436 | 1 | 0.6% | |
| 4.215912543 | 1 | 0.6% | |
| 4.164022532 | 1 | 0.6% | |
| 4.009953571 | 1 | 0.6% |
| Distinct count | 166 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1494299989842513 |
|---|---|
| Minimum | -2.295644678571428 |
| Maximum | 6.414707735714286 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -2.295644679 |
|---|---|
| 5-th percentile | -1.314921913 |
| Q1 | -0.4861183793 |
| median | -0.09183371429 |
| Q3 | 0.4889381418 |
| 95-th percentile | 2.379180515 |
| Maximum | 6.414707736 |
| Range | 8.710352414 |
| Interquartile range (IQR) | 0.9750565211 |
Descriptive statistics
| Standard deviation | 1.190185815 |
|---|---|
| Coefficient of variation (CV) | 7.964838542 |
| Kurtosis | 5.953829195 |
| Mean | 0.149429999 |
| Median Absolute Deviation (MAD) | 0.8073434708 |
| Skewness | 1.795442995 |
| Sum | 24.80537983 |
| Variance | 1.416542275 |
| Value | Count | Frequency (%) | |
| -0.3493135257 | 1 | 0.6% | |
| 6.414707736 | 1 | 0.6% | |
| -1.185623107 | 1 | 0.6% | |
| -0.8619717143 | 1 | 0.6% | |
| 0.3118354429 | 1 | 0.6% | |
| 0.5352344357 | 1 | 0.6% | |
| -0.5915378793 | 1 | 0.6% | |
| 0.7924125857 | 1 | 0.6% | |
| 0.1962641357 | 1 | 0.6% | |
| 1.5608219 | 1 | 0.6% | |
| Other values (156) | 156 | 93.4% |
| Value | Count | Frequency (%) | |
| -2.295644679 | 1 | 0.6% | |
| -2.236284929 | 1 | 0.6% | |
| -2.208834929 | 1 | 0.6% | |
| -1.852212836 | 1 | 0.6% | |
| -1.629547307 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 6.414707736 | 1 | 0.6% | |
| 4.374643743 | 1 | 0.6% | |
| 4.1352506 | 1 | 0.6% | |
| 3.77216991 | 1 | 0.6% | |
| 3.718612986 | 1 | 0.6% |
| Distinct count | 165 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 2 |
| Missing (%) | 1.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.15137114149740266 |
|---|---|
| Minimum | -2.946366621428571 |
| Maximum | 5.3776847071428575 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -2.946366621 |
|---|---|
| 5-th percentile | -1.350850347 |
| Q1 | -0.4568523079 |
| median | 0.05881534286 |
| Q3 | 0.4908498357 |
| 95-th percentile | 2.315167441 |
| Maximum | 5.377684707 |
| Range | 8.324051329 |
| Interquartile range (IQR) | 0.9477021436 |
Descriptive statistics
| Standard deviation | 1.094872854 |
|---|---|
| Coefficient of variation (CV) | 7.233035595 |
| Kurtosis | 3.59201981 |
| Mean | 0.1513711415 |
| Median Absolute Deviation (MAD) | 0.7485392558 |
| Skewness | 1.011518441 |
| Sum | 24.97623835 |
| Variance | 1.198746567 |
| Value | Count | Frequency (%) | |
| -0.1005195386 | 1 | 0.6% | |
| 2.115979959 | 1 | 0.6% | |
| 0.3998307714 | 1 | 0.6% | |
| -1.035484907 | 1 | 0.6% | |
| 0.2240733143 | 1 | 0.6% | |
| -0.5389454071 | 1 | 0.6% | |
| 2.550536957 | 1 | 0.6% | |
| -0.09225367143 | 1 | 0.6% | |
| -0.3567289714 | 1 | 0.6% | |
| -0.2740196786 | 1 | 0.6% | |
| Other values (155) | 155 | 92.8% | |
| (Missing) | 2 | 1.2% |
| Value | Count | Frequency (%) | |
| -2.946366621 | 1 | 0.6% | |
| -2.517791436 | 1 | 0.6% | |
| -2.417122464 | 1 | 0.6% | |
| -1.889024002 | 1 | 0.6% | |
| -1.789773457 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 5.377684707 | 1 | 0.6% | |
| 3.127037469 | 1 | 0.6% | |
| 3.121005929 | 1 | 0.6% | |
| 3.049073993 | 1 | 0.6% | |
| 2.7295885 | 1 | 0.6% |
| Distinct count | 164 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 3 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.18866253485496512 |
|---|---|
| Minimum | -2.161349517857143 |
| Maximum | 4.047280857142858 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -2.161349518 |
|---|---|
| 5-th percentile | -1.397415438 |
| Q1 | -0.4747688139 |
| median | -0.02378890036 |
| Q3 | 0.6076748341 |
| 95-th percentile | 2.501048443 |
| Maximum | 4.047280857 |
| Range | 6.208630375 |
| Interquartile range (IQR) | 1.082443648 |
Descriptive statistics
| Standard deviation | 1.099942289 |
|---|---|
| Coefficient of variation (CV) | 5.830210484 |
| Kurtosis | 1.655288882 |
| Mean | 0.1886625349 |
| Median Absolute Deviation (MAD) | 0.8038376102 |
| Skewness | 0.9697775608 |
| Sum | 30.94065572 |
| Variance | 1.209873038 |
| Value | Count | Frequency (%) | |
| 0.2495254593 | 1 | 0.6% | |
| -0.9969568474 | 1 | 0.6% | |
| -0.7033540857 | 1 | 0.6% | |
| 0.02301496429 | 1 | 0.6% | |
| 0.2410133307 | 1 | 0.6% | |
| 1.73712745 | 1 | 0.6% | |
| 0.4200475643 | 1 | 0.6% | |
| -0.128968955 | 1 | 0.6% | |
| 0.8490408786 | 1 | 0.6% | |
| -1.1058722 | 1 | 0.6% | |
| Other values (154) | 154 | 92.2% | |
| (Missing) | 3 | 1.8% |
| Value | Count | Frequency (%) | |
| -2.161349518 | 1 | 0.6% | |
| -2.082690165 | 1 | 0.6% | |
| -1.849537964 | 1 | 0.6% | |
| -1.822324607 | 1 | 0.6% | |
| -1.767148993 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 4.047280857 | 1 | 0.6% | |
| 3.943045829 | 1 | 0.6% | |
| 3.420003479 | 1 | 0.6% | |
| 3.131751546 | 1 | 0.6% | |
| 2.779226786 | 1 | 0.6% |
| Distinct count | 161 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 6 |
| Missing (%) | 3.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1467522028708962 |
|---|---|
| Minimum | -2.3990703428571427 |
| Maximum | 5.107354178571429 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -2.399070343 |
|---|---|
| 5-th percentile | -1.623261114 |
| Q1 | -0.5727326571 |
| median | 0.0036804745 |
| Q3 | 0.5421163214 |
| 95-th percentile | 2.098191389 |
| Maximum | 5.107354179 |
| Range | 7.506424521 |
| Interquartile range (IQR) | 1.114848979 |
Descriptive statistics
| Standard deviation | 1.213542696 |
|---|---|
| Coefficient of variation (CV) | 8.269332063 |
| Kurtosis | 3.932467695 |
| Mean | 0.1467522029 |
| Median Absolute Deviation (MAD) | 0.8407821558 |
| Skewness | 1.425144294 |
| Sum | 23.62710466 |
| Variance | 1.472685876 |
| Value | Count | Frequency (%) | |
| -0.2389524929 | 1 | 0.6% | |
| -1.731079371 | 1 | 0.6% | |
| -1.892601114 | 1 | 0.6% | |
| -0.6265218343 | 1 | 0.6% | |
| -0.08113205 | 1 | 0.6% | |
| 1.296095821 | 1 | 0.6% | |
| -0.6400395286 | 1 | 0.6% | |
| -0.8390431564 | 1 | 0.6% | |
| -0.3161720457 | 1 | 0.6% | |
| -0.7839484214 | 1 | 0.6% | |
| Other values (151) | 151 | 90.4% | |
| (Missing) | 6 | 3.6% |
| Value | Count | Frequency (%) | |
| -2.399070343 | 1 | 0.6% | |
| -2.2148316 | 1 | 0.6% | |
| -2.110459186 | 1 | 0.6% | |
| -1.892601114 | 1 | 0.6% | |
| -1.891735114 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 5.107354179 | 1 | 0.6% | |
| 4.732909243 | 1 | 0.6% | |
| 4.702608936 | 1 | 0.6% | |
| 4.188843864 | 1 | 0.6% | |
| 3.591736636 | 1 | 0.6% |
| Distinct count | 152 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 15 |
| Missing (%) | 9.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0821053365855263 |
|---|---|
| Minimum | -5.501779131714286 |
| Maximum | 4.436835042857142 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -5.501779132 |
|---|---|
| 5-th percentile | -1.694571372 |
| Q1 | -0.8121612666 |
| median | -0.1253167193 |
| Q3 | 0.3785617714 |
| 95-th percentile | 2.438012974 |
| Maximum | 4.436835043 |
| Range | 9.938614175 |
| Interquartile range (IQR) | 1.190723038 |
Descriptive statistics
| Standard deviation | 1.29431842 |
|---|---|
| Coefficient of variation (CV) | -15.7641205 |
| Kurtosis | 3.045658768 |
| Mean | -0.08210533659 |
| Median Absolute Deviation (MAD) | 0.8923339653 |
| Skewness | 0.2098326464 |
| Sum | -12.48001116 |
| Variance | 1.675260172 |
| Value | Count | Frequency (%) | |
| -0.8139647643 | 1 | 0.6% | |
| 0.03010992786 | 1 | 0.6% | |
| 0.5362602171 | 1 | 0.6% | |
| 0.4248939514 | 1 | 0.6% | |
| 0.1101576286 | 1 | 0.6% | |
| -0.3489767571 | 1 | 0.6% | |
| -0.7949581571 | 1 | 0.6% | |
| -0.02026897643 | 1 | 0.6% | |
| -0.2102038 | 1 | 0.6% | |
| -0.8985166143 | 1 | 0.6% | |
| Other values (142) | 142 | 85.0% | |
| (Missing) | 15 | 9.0% |
| Value | Count | Frequency (%) | |
| -5.501779132 | 1 | 0.6% | |
| -3.646641676 | 1 | 0.6% | |
| -3.112856557 | 1 | 0.6% | |
| -2.398881006 | 1 | 0.6% | |
| -2.366999771 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 4.436835043 | 1 | 0.6% | |
| 3.620695714 | 1 | 0.6% | |
| 3.149576571 | 1 | 0.6% | |
| 3.024593464 | 1 | 0.6% | |
| 2.975654943 | 1 | 0.6% |
| Distinct count | 141 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 26 |
| Missing (%) | 15.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.19402645565871326 |
|---|---|
| Minimum | -6.212779485714286 |
| Maximum | 2.78119935 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -6.212779486 |
|---|---|
| 5-th percentile | -2.137927379 |
| Q1 | -0.77480635 |
| median | -0.1638234857 |
| Q3 | 0.4090288929 |
| 95-th percentile | 1.531909821 |
| Maximum | 2.78119935 |
| Range | 8.993978836 |
| Interquartile range (IQR) | 1.183835243 |
Descriptive statistics
| Standard deviation | 1.1864189 |
|---|---|
| Coefficient of variation (CV) | -6.114727479 |
| Kurtosis | 5.047966465 |
| Mean | -0.1940264557 |
| Median Absolute Deviation (MAD) | 0.820942853 |
| Skewness | -1.178600712 |
| Sum | -27.35773025 |
| Variance | 1.407589807 |
| Value | Count | Frequency (%) | |
| -0.50575215 | 1 | 0.6% | |
| -0.77480635 | 1 | 0.6% | |
| -0.7811160429 | 1 | 0.6% | |
| 0.1766071786 | 1 | 0.6% | |
| 0.3064233714 | 1 | 0.6% | |
| -0.2334680714 | 1 | 0.6% | |
| 0.335833 | 1 | 0.6% | |
| 1.076427424 | 1 | 0.6% | |
| -0.2782513143 | 1 | 0.6% | |
| 0.2366928071 | 1 | 0.6% | |
| Other values (131) | 131 | 78.4% | |
| (Missing) | 26 | 15.6% |
| Value | Count | Frequency (%) | |
| -6.212779486 | 1 | 0.6% | |
| -4.077027543 | 1 | 0.6% | |
| -3.189769314 | 1 | 0.6% | |
| -3.061883429 | 1 | 0.6% | |
| -2.80216585 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 2.78119935 | 1 | 0.6% | |
| 2.592993401 | 1 | 0.6% | |
| 2.386618621 | 1 | 0.6% | |
| 1.922132971 | 1 | 0.6% | |
| 1.903013179 | 1 | 0.6% |
| Distinct count | 127 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 40 |
| Missing (%) | 24.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.1561722529341957 |
|---|---|
| Minimum | -5.463481428571428 |
| Maximum | 3.6248410000000004 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -5.463481429 |
|---|---|
| 5-th percentile | -2.232964351 |
| Q1 | -0.7711408393 |
| median | -0.1539043 |
| Q3 | 0.6031722964 |
| 95-th percentile | 1.806845671 |
| Maximum | 3.624841 |
| Range | 9.088322429 |
| Interquartile range (IQR) | 1.374313136 |
Descriptive statistics
| Standard deviation | 1.336898403 |
|---|---|
| Coefficient of variation (CV) | -8.560409281 |
| Kurtosis | 2.890568653 |
| Mean | -0.1561722529 |
| Median Absolute Deviation (MAD) | 0.9550028646 |
| Skewness | -0.6965104783 |
| Sum | -19.83387612 |
| Variance | 1.787297341 |
| Value | Count | Frequency (%) | |
| -2.428264744 | 1 | 0.6% | |
| -0.4121882571 | 1 | 0.6% | |
| 0.08028051429 | 1 | 0.6% | |
| -1.0570281 | 1 | 0.6% | |
| 0.8719804286 | 1 | 0.6% | |
| -0.01425278071 | 1 | 0.6% | |
| 1.590511771 | 1 | 0.6% | |
| -1.321636457 | 1 | 0.6% | |
| -0.2630338436 | 1 | 0.6% | |
| -0.9500564286 | 1 | 0.6% | |
| Other values (117) | 117 | 70.1% | |
| (Missing) | 40 | 24.0% |
| Value | Count | Frequency (%) | |
| -5.463481429 | 1 | 0.6% | |
| -5.104331214 | 1 | 0.6% | |
| -3.403366671 | 1 | 0.6% | |
| -2.84616405 | 1 | 0.6% | |
| -2.718411214 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 3.624841 | 1 | 0.6% | |
| 2.938415179 | 1 | 0.6% | |
| 2.493517621 | 1 | 0.6% | |
| 2.470158 | 1 | 0.6% | |
| 2.317851292 | 1 | 0.6% |
| Distinct count | 114 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 53 |
| Missing (%) | 31.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.1727411280056391 |
|---|---|
| Minimum | -3.4621544285714285 |
| Maximum | 2.748719892857143 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -3.462154429 |
|---|---|
| 5-th percentile | -2.098348223 |
| Q1 | -0.7170215161 |
| median | -0.1447646214 |
| Q3 | 0.4495739679 |
| 95-th percentile | 1.704854398 |
| Maximum | 2.748719893 |
| Range | 6.210874321 |
| Interquartile range (IQR) | 1.166595484 |
Descriptive statistics
| Standard deviation | 1.15827685 |
|---|---|
| Coefficient of variation (CV) | -6.705275482 |
| Kurtosis | 0.4152248843 |
| Mean | -0.172741128 |
| Median Absolute Deviation (MAD) | 0.8617513691 |
| Skewness | -0.1058472944 |
| Sum | -19.69248859 |
| Variance | 1.341605262 |
| Value | Count | Frequency (%) | |
| 0.02280765929 | 1 | 0.6% | |
| -1.769911457 | 1 | 0.6% | |
| -1.132932214 | 1 | 0.6% | |
| -0.8607085143 | 1 | 0.6% | |
| 0.4664263521 | 1 | 0.6% | |
| 1.229006169 | 1 | 0.6% | |
| -1.141777192 | 1 | 0.6% | |
| -0.55579595 | 1 | 0.6% | |
| 0.5443200214 | 1 | 0.6% | |
| 0.09385243571 | 1 | 0.6% | |
| Other values (104) | 104 | 62.3% | |
| (Missing) | 53 | 31.7% |
| Value | Count | Frequency (%) | |
| -3.462154429 | 1 | 0.6% | |
| -3.048831714 | 1 | 0.6% | |
| -2.479225443 | 1 | 0.6% | |
| -2.467774871 | 1 | 0.6% | |
| -2.388289479 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 2.748719893 | 1 | 0.6% | |
| 2.679053936 | 1 | 0.6% | |
| 2.289282986 | 1 | 0.6% | |
| 1.98930455 | 1 | 0.6% | |
| 1.817042211 | 1 | 0.6% |
| Distinct count | 104 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 63 |
| Missing (%) | 37.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.24355930989423077 |
|---|---|
| Minimum | -3.398867142857142 |
| Maximum | 2.8459410214285716 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -3.398867143 |
|---|---|
| 5-th percentile | -2.250017328 |
| Q1 | -0.7735078179 |
| median | -0.2078720143 |
| Q3 | 0.4199049071 |
| 95-th percentile | 1.354898209 |
| Maximum | 2.845941021 |
| Range | 6.244808164 |
| Interquartile range (IQR) | 1.193412725 |
Descriptive statistics
| Standard deviation | 1.079513115 |
|---|---|
| Coefficient of variation (CV) | -4.432239177 |
| Kurtosis | 1.219853651 |
| Mean | -0.2435593099 |
| Median Absolute Deviation (MAD) | 0.790290423 |
| Skewness | -0.2686848815 |
| Sum | -25.33016823 |
| Variance | 1.165348566 |
| Value | Count | Frequency (%) | |
| 0.02656265 | 1 | 0.6% | |
| 0.5544032714 | 1 | 0.6% | |
| -1.640130071 | 1 | 0.6% | |
| -0.1716274786 | 1 | 0.6% | |
| -0.7651387279 | 1 | 0.6% | |
| -1.310208618 | 1 | 0.6% | |
| -1.119611864 | 1 | 0.6% | |
| 2.496888219 | 1 | 0.6% | |
| -0.7682372714 | 1 | 0.6% | |
| 0.5391013714 | 1 | 0.6% | |
| Other values (94) | 94 | 56.3% | |
| (Missing) | 63 | 37.7% |
| Value | Count | Frequency (%) | |
| -3.398867143 | 1 | 0.6% | |
| -3.144714143 | 1 | 0.6% | |
| -2.758715321 | 1 | 0.6% | |
| -2.711952543 | 1 | 0.6% | |
| -2.554257571 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 2.845941021 | 1 | 0.6% | |
| 2.496888219 | 1 | 0.6% | |
| 2.262375264 | 1 | 0.6% | |
| 1.457483566 | 1 | 0.6% | |
| 1.414024857 | 1 | 0.6% |
| Distinct count | 98 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 69 |
| Missing (%) | 41.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.1360566122290525 |
|---|---|
| Minimum | -2.9940922714285714 |
| Maximum | 2.2660834357142856 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -2.994092271 |
|---|---|
| 5-th percentile | -2.171282814 |
| Q1 | -0.6664884411 |
| median | -0.07448269286 |
| Q3 | 0.5142172643 |
| 95-th percentile | 1.550476318 |
| Maximum | 2.266083436 |
| Range | 5.260175707 |
| Interquartile range (IQR) | 1.180705705 |
Descriptive statistics
| Standard deviation | 1.044301393 |
|---|---|
| Coefficient of variation (CV) | -7.675491663 |
| Kurtosis | 0.3034835094 |
| Mean | -0.1360566122 |
| Median Absolute Deviation (MAD) | 0.8046372061 |
| Skewness | -0.1950016464 |
| Sum | -13.333548 |
| Variance | 1.090565399 |
| Value | Count | Frequency (%) | |
| 1.267494286 | 1 | 0.6% | |
| -0.2817440743 | 1 | 0.6% | |
| -0.6698802786 | 1 | 0.6% | |
| 0.9654364357 | 1 | 0.6% | |
| -0.1522202 | 1 | 0.6% | |
| -0.07131855 | 1 | 0.6% | |
| -0.4355092071 | 1 | 0.6% | |
| -2.220368607 | 1 | 0.6% | |
| -1.337183638 | 1 | 0.6% | |
| 0.4767583929 | 1 | 0.6% | |
| Other values (88) | 88 | 52.7% | |
| (Missing) | 69 | 41.3% |
| Value | Count | Frequency (%) | |
| -2.994092271 | 1 | 0.6% | |
| -2.533907407 | 1 | 0.6% | |
| -2.457308771 | 1 | 0.6% | |
| -2.28612785 | 1 | 0.6% | |
| -2.220368607 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 2.266083436 | 1 | 0.6% | |
| 2.146859286 | 1 | 0.6% | |
| 2.0449479 | 1 | 0.6% | |
| 1.823404936 | 1 | 0.6% | |
| 1.81066865 | 1 | 0.6% |
| Distinct count | 92 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 75 |
| Missing (%) | 44.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.07336502383307457 |
|---|---|
| Minimum | -4.049866175714286 |
| Maximum | 2.6494915357142856 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -4.049866176 |
|---|---|
| 5-th percentile | -2.027898494 |
| Q1 | -0.6377076525 |
| median | 0.03366217857 |
| Q3 | 0.5199447214 |
| 95-th percentile | 2.118928491 |
| Maximum | 2.649491536 |
| Range | 6.699357711 |
| Interquartile range (IQR) | 1.157652374 |
Descriptive statistics
| Standard deviation | 1.19900651 |
|---|---|
| Coefficient of variation (CV) | -16.34302624 |
| Kurtosis | 0.8323052711 |
| Mean | -0.07336502383 |
| Median Absolute Deviation (MAD) | 0.8932686982 |
| Skewness | -0.2432105636 |
| Sum | -6.749582193 |
| Variance | 1.437616611 |
| Value | Count | Frequency (%) | |
| -0.1595387143 | 1 | 0.6% | |
| -2.058366993 | 1 | 0.6% | |
| -1.225627029 | 1 | 0.6% | |
| 2.649491536 | 1 | 0.6% | |
| 0.29281435 | 1 | 0.6% | |
| 0.5247781071 | 1 | 0.6% | |
| -1.257279929 | 1 | 0.6% | |
| 1.214916707 | 1 | 0.6% | |
| 0.7837135457 | 1 | 0.6% | |
| 2.452024136 | 1 | 0.6% | |
| Other values (82) | 82 | 49.1% | |
| (Missing) | 75 | 44.9% |
| Value | Count | Frequency (%) | |
| -4.049866176 | 1 | 0.6% | |
| -2.546723986 | 1 | 0.6% | |
| -2.423461093 | 1 | 0.6% | |
| -2.278591929 | 1 | 0.6% | |
| -2.058366993 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 2.649491536 | 1 | 0.6% | |
| 2.537475636 | 1 | 0.6% | |
| 2.452024136 | 1 | 0.6% | |
| 2.3785828 | 1 | 0.6% | |
| 2.136105171 | 1 | 0.6% |
| Distinct count | 85 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 82 |
| Missing (%) | 49.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.04329001314789913 |
|---|---|
| Minimum | -3.1415921 |
| Maximum | 3.599109007142858 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -3.1415921 |
|---|---|
| 5-th percentile | -1.761297416 |
| Q1 | -0.7608120714 |
| median | -0.08130628571 |
| Q3 | 0.4317584429 |
| 95-th percentile | 2.201172529 |
| Maximum | 3.599109007 |
| Range | 6.740701107 |
| Interquartile range (IQR) | 1.192570514 |
Descriptive statistics
| Standard deviation | 1.215799015 |
|---|---|
| Coefficient of variation (CV) | -28.08497679 |
| Kurtosis | 1.068191447 |
| Mean | -0.04329001315 |
| Median Absolute Deviation (MAD) | 0.8693703543 |
| Skewness | 0.4383477525 |
| Sum | -3.679651118 |
| Variance | 1.478167244 |
| Value | Count | Frequency (%) | |
| 0.08688814286 | 1 | 0.6% | |
| 0.6337449929 | 1 | 0.6% | |
| 0.3711470714 | 1 | 0.6% | |
| -0.6122993786 | 1 | 0.6% | |
| -1.582425136 | 1 | 0.6% | |
| -0.2854522286 | 1 | 0.6% | |
| 0.2272064071 | 1 | 0.6% | |
| -0.08130628571 | 1 | 0.6% | |
| 0.2155447657 | 1 | 0.6% | |
| -0.9011855093 | 1 | 0.6% | |
| Other values (75) | 75 | 44.9% | |
| (Missing) | 82 | 49.1% |
| Value | Count | Frequency (%) | |
| -3.1415921 | 1 | 0.6% | |
| -2.37287922 | 1 | 0.6% | |
| -2.235156343 | 1 | 0.6% | |
| -2.229186771 | 1 | 0.6% | |
| -1.782239357 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 3.599109007 | 1 | 0.6% | |
| 3.141804714 | 1 | 0.6% | |
| 2.963761671 | 1 | 0.6% | |
| 2.555046143 | 1 | 0.6% | |
| 2.237459657 | 1 | 0.6% |
| Distinct count | 77 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 90 |
| Missing (%) | 53.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.13220761537940628 |
|---|---|
| Minimum | -1.960689354357143 |
| Maximum | 4.6665316 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -1.960689354 |
|---|---|
| 5-th percentile | -1.638219066 |
| Q1 | -0.2595400429 |
| median | 0.02392342857 |
| Q3 | 0.6740602771 |
| 95-th percentile | 1.874703973 |
| Maximum | 4.6665316 |
| Range | 6.627220954 |
| Interquartile range (IQR) | 0.93360032 |
Descriptive statistics
| Standard deviation | 1.128060701 |
|---|---|
| Coefficient of variation (CV) | 8.532494119 |
| Kurtosis | 2.820987183 |
| Mean | 0.1322076154 |
| Median Absolute Deviation (MAD) | 0.8017288655 |
| Skewness | 0.925466727 |
| Sum | 10.17998638 |
| Variance | 1.272520945 |
| Value | Count | Frequency (%) | |
| 0.7082676929 | 1 | 0.6% | |
| 0.2757565786 | 1 | 0.6% | |
| -0.03017578571 | 1 | 0.6% | |
| 0.8949814214 | 1 | 0.6% | |
| -0.1916758643 | 1 | 0.6% | |
| 0.05735305071 | 1 | 0.6% | |
| 2.022809864 | 1 | 0.6% | |
| -1.6808365 | 1 | 0.6% | |
| -1.022351821 | 1 | 0.6% | |
| 0.1141353143 | 1 | 0.6% | |
| Other values (67) | 67 | 40.1% | |
| (Missing) | 90 | 53.9% |
| Value | Count | Frequency (%) | |
| -1.960689354 | 1 | 0.6% | |
| -1.693375279 | 1 | 0.6% | |
| -1.68831635 | 1 | 0.6% | |
| -1.6808365 | 1 | 0.6% | |
| -1.627564707 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 4.6665316 | 1 | 0.6% | |
| 3.149183821 | 1 | 0.6% | |
| 2.395169886 | 1 | 0.6% | |
| 2.022809864 | 1 | 0.6% | |
| 1.837677501 | 1 | 0.6% |
| Distinct count | 66 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 101 |
| Missing (%) | 60.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2129169315378788 |
|---|---|
| Minimum | -3.757634857142856 |
| Maximum | 4.530627685714285 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -3.757634857 |
|---|---|
| 5-th percentile | -1.691053051 |
| Q1 | -0.4323529344 |
| median | 0.1472770153 |
| Q3 | 0.8340103089 |
| 95-th percentile | 2.269668487 |
| Maximum | 4.530627686 |
| Range | 8.288262543 |
| Interquartile range (IQR) | 1.266363243 |
Descriptive statistics
| Standard deviation | 1.295414599 |
|---|---|
| Coefficient of variation (CV) | 6.084131449 |
| Kurtosis | 2.216295484 |
| Mean | 0.2129169315 |
| Median Absolute Deviation (MAD) | 0.9334836501 |
| Skewness | 0.2060095887 |
| Sum | 14.05251748 |
| Variance | 1.678098984 |
| Value | Count | Frequency (%) | |
| 0.5224615071 | 1 | 0.6% | |
| 0.06668224 | 1 | 0.6% | |
| 1.619445886 | 1 | 0.6% | |
| 0.9162728786 | 1 | 0.6% | |
| -0.4458718888 | 1 | 0.6% | |
| 0.5543113 | 1 | 0.6% | |
| -1.3124925 | 1 | 0.6% | |
| -0.1940537357 | 1 | 0.6% | |
| -1.196817371 | 1 | 0.6% | |
| -1.781760221 | 1 | 0.6% | |
| Other values (56) | 56 | 33.5% | |
| (Missing) | 101 | 60.5% |
| Value | Count | Frequency (%) | |
| -3.757634857 | 1 | 0.6% | |
| -2.64947115 | 1 | 0.6% | |
| -1.781760221 | 1 | 0.6% | |
| -1.732493171 | 1 | 0.6% | |
| -1.566732691 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 4.530627686 | 1 | 0.6% | |
| 3.039281707 | 1 | 0.6% | |
| 2.889774743 | 1 | 0.6% | |
| 2.28797445 | 1 | 0.6% | |
| 2.2147506 | 1 | 0.6% |
| Distinct count | 59 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 108 |
| Missing (%) | 64.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.11919383819128329 |
|---|---|
| Minimum | -6.282474928571429 |
| Maximum | 4.600095285714285 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -6.282474929 |
|---|---|
| 5-th percentile | -1.821917739 |
| Q1 | -0.5237689298 |
| median | 0.07524498571 |
| Q3 | 0.7234482429 |
| 95-th percentile | 2.362174246 |
| Maximum | 4.600095286 |
| Range | 10.88257021 |
| Interquartile range (IQR) | 1.247217173 |
Descriptive statistics
| Standard deviation | 1.609020699 |
|---|---|
| Coefficient of variation (CV) | 13.49919361 |
| Kurtosis | 5.034538282 |
| Mean | 0.1191938382 |
| Median Absolute Deviation (MAD) | 1.030273603 |
| Skewness | -0.3743459712 |
| Sum | 7.032436453 |
| Variance | 2.588947611 |
| Value | Count | Frequency (%) | |
| -1.661746479 | 1 | 0.6% | |
| 0.6141506643 | 1 | 0.6% | |
| 0.5318247286 | 1 | 0.6% | |
| -0.034974 | 1 | 0.6% | |
| 0.8620184071 | 1 | 0.6% | |
| 0.5788053571 | 1 | 0.6% | |
| -0.1785703 | 1 | 0.6% | |
| 1.180707902 | 1 | 0.6% | |
| 4.553241899 | 1 | 0.6% | |
| -0.313101665 | 1 | 0.6% | |
| Other values (49) | 49 | 29.3% | |
| (Missing) | 108 | 64.7% |
| Value | Count | Frequency (%) | |
| -6.282474929 | 1 | 0.6% | |
| -3.104904 | 1 | 0.6% | |
| -2.542943829 | 1 | 0.6% | |
| -1.741803729 | 1 | 0.6% | |
| -1.661746479 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 4.600095286 | 1 | 0.6% | |
| 4.553241899 | 1 | 0.6% | |
| 3.684740864 | 1 | 0.6% | |
| 2.2152224 | 1 | 0.6% | |
| 2.150020143 | 1 | 0.6% |
| Distinct count | 51 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 116 |
| Missing (%) | 69.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.27150617811764705 |
|---|---|
| Minimum | -3.1379257285714286 |
| Maximum | 5.5158316 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -3.137925729 |
|---|---|
| 5-th percentile | -2.24497603 |
| Q1 | -0.4020491893 |
| median | 0.1365045143 |
| Q3 | 0.5899391823 |
| 95-th percentile | 3.811820939 |
| Maximum | 5.5158316 |
| Range | 8.653757329 |
| Interquartile range (IQR) | 0.9919883716 |
Descriptive statistics
| Standard deviation | 1.674813032 |
|---|---|
| Coefficient of variation (CV) | 6.168600078 |
| Kurtosis | 2.78684946 |
| Mean | 0.2715061781 |
| Median Absolute Deviation (MAD) | 1.092041497 |
| Skewness | 1.130592988 |
| Sum | 13.84681508 |
| Variance | 2.804998691 |
| Value | Count | Frequency (%) | |
| -0.1691004286 | 1 | 0.6% | |
| 0.4676252786 | 1 | 0.6% | |
| 0.2373729 | 1 | 0.6% | |
| 0.03275076429 | 1 | 0.6% | |
| 5.182291857 | 1 | 0.6% | |
| 0.02928885 | 1 | 0.6% | |
| 0.6548665071 | 1 | 0.6% | |
| -1.579507714 | 1 | 0.6% | |
| -0.6546659286 | 1 | 0.6% | |
| -0.9338047786 | 1 | 0.6% | |
| Other values (41) | 41 | 24.6% | |
| (Missing) | 116 | 69.5% |
| Value | Count | Frequency (%) | |
| -3.137925729 | 1 | 0.6% | |
| -2.718574279 | 1 | 0.6% | |
| -2.693881179 | 1 | 0.6% | |
| -1.796070882 | 1 | 0.6% | |
| -1.579507714 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 5.5158316 | 1 | 0.6% | |
| 5.182291857 | 1 | 0.6% | |
| 4.468908571 | 1 | 0.6% | |
| 3.154733307 | 1 | 0.6% | |
| 2.045913579 | 1 | 0.6% |
| Distinct count | 48 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 119 |
| Missing (%) | 71.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.40339345263095244 |
|---|---|
| Minimum | -2.2808833714285712 |
| Maximum | 5.690025785714286 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -2.280883371 |
|---|---|
| 5-th percentile | -1.265423793 |
| Q1 | -0.4139560321 |
| median | 0.1370766071 |
| Q3 | 0.9844662321 |
| 95-th percentile | 2.776551043 |
| Maximum | 5.690025786 |
| Range | 7.970909157 |
| Interquartile range (IQR) | 1.398422264 |
Descriptive statistics
| Standard deviation | 1.492665102 |
|---|---|
| Coefficient of variation (CV) | 3.70027102 |
| Kurtosis | 3.289832521 |
| Mean | 0.4033934526 |
| Median Absolute Deviation (MAD) | 1.058523445 |
| Skewness | 1.454011901 |
| Sum | 19.36288573 |
| Variance | 2.228049108 |
| Value | Count | Frequency (%) | |
| -1.071215857 | 1 | 0.6% | |
| 0.1057871286 | 1 | 0.6% | |
| 0.2049703857 | 1 | 0.6% | |
| -0.04759411429 | 1 | 0.6% | |
| 1.0638645 | 1 | 0.6% | |
| 0.2662459357 | 1 | 0.6% | |
| 2.110345429 | 1 | 0.6% | |
| 2.238729986 | 1 | 0.6% | |
| 0.6742337071 | 1 | 0.6% | |
| 0.2025659 | 1 | 0.6% | |
| Other values (38) | 38 | 22.8% | |
| (Missing) | 119 | 71.3% |
| Value | Count | Frequency (%) | |
| -2.280883371 | 1 | 0.6% | |
| -1.716263561 | 1 | 0.6% | |
| -1.335733886 | 1 | 0.6% | |
| -1.134847907 | 1 | 0.6% | |
| -1.133501793 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 5.690025786 | 1 | 0.6% | |
| 4.718896707 | 1 | 0.6% | |
| 2.968086143 | 1 | 0.6% | |
| 2.420843 | 1 | 0.6% | |
| 2.268899693 | 1 | 0.6% |
| Distinct count | 38 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 129 |
| Missing (%) | 77.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.15940682146052634 |
|---|---|
| Minimum | -2.219219971428571 |
| Maximum | 5.058503857142858 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -2.219219971 |
|---|---|
| 5-th percentile | -1.412628914 |
| Q1 | -0.6154676 |
| median | 0.01600951 |
| Q3 | 0.5960927473 |
| 95-th percentile | 2.405999879 |
| Maximum | 5.058503857 |
| Range | 7.277723829 |
| Interquartile range (IQR) | 1.211560347 |
Descriptive statistics
| Standard deviation | 1.27628315 |
|---|---|
| Coefficient of variation (CV) | 8.006452537 |
| Kurtosis | 5.147088008 |
| Mean | 0.1594068215 |
| Median Absolute Deviation (MAD) | 0.8584642752 |
| Skewness | 1.622290101 |
| Sum | 6.057459216 |
| Variance | 1.628898679 |
| Value | Count | Frequency (%) | |
| 1.252365993 | 1 | 0.6% | |
| 0.8429296714 | 1 | 0.6% | |
| 0.5239654286 | 1 | 0.6% | |
| 1.1849953 | 1 | 0.6% | |
| -0.1015695457 | 1 | 0.6% | |
| -0.1878876786 | 1 | 0.6% | |
| -0.9380389286 | 1 | 0.6% | |
| 0.596246725 | 1 | 0.6% | |
| 0.1215820707 | 1 | 0.6% | |
| 0.04291082 | 1 | 0.6% | |
| Other values (28) | 28 | 16.8% | |
| (Missing) | 129 | 77.2% |
| Value | Count | Frequency (%) | |
| -2.219219971 | 1 | 0.6% | |
| -1.466318029 | 1 | 0.6% | |
| -1.403154364 | 1 | 0.6% | |
| -1.105524086 | 1 | 0.6% | |
| -0.9508697714 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 5.058503857 | 1 | 0.6% | |
| 2.735985264 | 1 | 0.6% | |
| 2.347767164 | 1 | 0.6% | |
| 1.252365993 | 1 | 0.6% | |
| 1.1849953 | 1 | 0.6% |
| Distinct count | 35 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 132 |
| Missing (%) | 79.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2662644103265306 |
|---|---|
| Minimum | -2.332200707142857 |
| Maximum | 4.581165357142857 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -2.332200707 |
|---|---|
| 5-th percentile | -1.275047008 |
| Q1 | -0.4498291607 |
| median | 0.0038513 |
| Q3 | 0.6095552536 |
| 95-th percentile | 2.754682391 |
| Maximum | 4.581165357 |
| Range | 6.913366064 |
| Interquartile range (IQR) | 1.059384414 |
Descriptive statistics
| Standard deviation | 1.28810692 |
|---|---|
| Coefficient of variation (CV) | 4.83769843 |
| Kurtosis | 3.181520499 |
| Mean | 0.2662644103 |
| Median Absolute Deviation (MAD) | 0.8819635072 |
| Skewness | 1.291553046 |
| Sum | 9.319254361 |
| Variance | 1.659219437 |
| Value | Count | Frequency (%) | |
| -0.4189655786 | 1 | 0.6% | |
| 0.3712376357 | 1 | 0.6% | |
| 1.197219757 | 1 | 0.6% | |
| -0.2389574357 | 1 | 0.6% | |
| 0.1864029293 | 1 | 0.6% | |
| -0.4806927429 | 1 | 0.6% | |
| -0.4862207486 | 1 | 0.6% | |
| -1.612424343 | 1 | 0.6% | |
| 4.581165357 | 1 | 0.6% | |
| 0.2175407571 | 1 | 0.6% | |
| Other values (25) | 25 | 15.0% | |
| (Missing) | 132 | 79.0% |
| Value | Count | Frequency (%) | |
| -2.332200707 | 1 | 0.6% | |
| -1.612424343 | 1 | 0.6% | |
| -1.130456721 | 1 | 0.6% | |
| -0.8638638571 | 1 | 0.6% | |
| -0.7213693214 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 4.581165357 | 1 | 0.6% | |
| 2.875296286 | 1 | 0.6% | |
| 2.702990721 | 1 | 0.6% | |
| 2.062458772 | 1 | 0.6% | |
| 1.226357214 | 1 | 0.6% |
| Distinct count | 29 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 138 |
| Missing (%) | 82.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.23710132716748772 |
|---|---|
| Minimum | -1.2584497142857143 |
| Maximum | 3.719555500000001 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -1.258449714 |
|---|---|
| 5-th percentile | -1.093702309 |
| Q1 | -0.1318315 |
| median | 0.09008187143 |
| Q3 | 0.2862055 |
| 95-th percentile | 2.559009609 |
| Maximum | 3.7195555 |
| Range | 4.978005214 |
| Interquartile range (IQR) | 0.418037 |
Descriptive statistics
| Standard deviation | 1.109306131 |
|---|---|
| Coefficient of variation (CV) | 4.678616289 |
| Kurtosis | 4.333572306 |
| Mean | 0.2371013272 |
| Median Absolute Deviation (MAD) | 0.6981372576 |
| Skewness | 1.821584583 |
| Sum | 6.875938488 |
| Variance | 1.230560093 |
| Value | Count | Frequency (%) | |
| -0.05155334286 | 1 | 0.6% | |
| 0.6179497071 | 1 | 0.6% | |
| -0.1535425714 | 1 | 0.6% | |
| -0.5894777286 | 1 | 0.6% | |
| -0.9726983286 | 1 | 0.6% | |
| 1.312832164 | 1 | 0.6% | |
| 0.05045420714 | 1 | 0.6% | |
| -1.258449714 | 1 | 0.6% | |
| 3.389794571 | 1 | 0.6% | |
| 0.09768062143 | 1 | 0.6% | |
| Other values (19) | 19 | 11.4% | |
| (Missing) | 138 | 82.6% |
| Value | Count | Frequency (%) | |
| -1.258449714 | 1 | 0.6% | |
| -1.174371629 | 1 | 0.6% | |
| -0.9726983286 | 1 | 0.6% | |
| -0.9302794836 | 1 | 0.6% | |
| -0.76608675 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 3.7195555 | 1 | 0.6% | |
| 3.389794571 | 1 | 0.6% | |
| 1.312832164 | 1 | 0.6% | |
| 1.18661195 | 1 | 0.6% | |
| 0.9838409571 | 1 | 0.6% |
| Distinct count | 27 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 140 |
| Missing (%) | 83.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.37454118680952386 |
|---|---|
| Minimum | -1.0008911428571428 |
| Maximum | 2.929273778571429 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -1.000891143 |
|---|---|
| 5-th percentile | -0.8437418214 |
| Q1 | -0.1476073571 |
| median | 0.1746442714 |
| Q3 | 0.3346374429 |
| 95-th percentile | 2.478110137 |
| Maximum | 2.929273779 |
| Range | 3.930164921 |
| Interquartile range (IQR) | 0.4822448 |
Descriptive statistics
| Standard deviation | 0.9957840411 |
|---|---|
| Coefficient of variation (CV) | 2.658677006 |
| Kurtosis | 1.230804081 |
| Mean | 0.3745411868 |
| Median Absolute Deviation (MAD) | 0.714293419 |
| Skewness | 1.265942141 |
| Sum | 10.11261204 |
| Variance | 0.9915858564 |
| Value | Count | Frequency (%) | |
| -0.7200970214 | 1 | 0.6% | |
| 0.1746442714 | 1 | 0.6% | |
| 1.922821907 | 1 | 0.6% | |
| 0.01889643214 | 1 | 0.6% | |
| 0.1837117143 | 1 | 0.6% | |
| -0.2218797071 | 1 | 0.6% | |
| 0.01056632143 | 1 | 0.6% | |
| 0.05223055714 | 1 | 0.6% | |
| 1.075704136 | 1 | 0.6% | |
| -0.1706341357 | 1 | 0.6% | |
| Other values (17) | 17 | 10.2% | |
| (Missing) | 140 | 83.8% |
| Value | Count | Frequency (%) | |
| -1.000891143 | 1 | 0.6% | |
| -0.89673245 | 1 | 0.6% | |
| -0.7200970214 | 1 | 0.6% | |
| -0.5639290797 | 1 | 0.6% | |
| -0.2926556 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 2.929273779 | 1 | 0.6% | |
| 2.716090807 | 1 | 0.6% | |
| 1.922821907 | 1 | 0.6% | |
| 1.864357279 | 1 | 0.6% | |
| 1.38196037 | 1 | 0.6% |
| Distinct count | 22 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 145 |
| Missing (%) | 86.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.19668614652597405 |
|---|---|
| Minimum | -1.7941358714285711 |
| Maximum | 2.646674128571429 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -1.794135871 |
|---|---|
| 5-th percentile | -0.7712370521 |
| Q1 | -0.3575212166 |
| median | 0.04223348214 |
| Q3 | 0.4656952682 |
| 95-th percentile | 2.168949705 |
| Maximum | 2.646674129 |
| Range | 4.44081 |
| Interquartile range (IQR) | 0.8232164848 |
Descriptive statistics
| Standard deviation | 0.9810254243 |
|---|---|
| Coefficient of variation (CV) | 4.98777083 |
| Kurtosis | 1.634214453 |
| Mean | 0.1966861465 |
| Median Absolute Deviation (MAD) | 0.6774628446 |
| Skewness | 0.8482939425 |
| Sum | 4.327095224 |
| Variance | 0.9624108832 |
| Value | Count | Frequency (%) | |
| 2.646674129 | 1 | 0.6% | |
| -0.7154364 | 1 | 0.6% | |
| 0.4872605071 | 1 | 0.6% | |
| 0.3155710143 | 1 | 0.6% | |
| -0.1073619714 | 1 | 0.6% | |
| 1.664250964 | 1 | 0.6% | |
| -0.01237600714 | 1 | 0.6% | |
| -0.5122396814 | 1 | 0.6% | |
| 0.5390209 | 1 | 0.6% | |
| 2.195512797 | 1 | 0.6% | |
| Other values (12) | 12 | 7.2% | |
| (Missing) | 145 | 86.8% |
| Value | Count | Frequency (%) | |
| -1.794135871 | 1 | 0.6% | |
| -0.7741739286 | 1 | 0.6% | |
| -0.7154364 | 1 | 0.6% | |
| -0.5541457329 | 1 | 0.6% | |
| -0.5122396814 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 2.646674129 | 1 | 0.6% | |
| 2.195512797 | 1 | 0.6% | |
| 1.664250964 | 1 | 0.6% | |
| 0.6090547929 | 1 | 0.6% | |
| 0.5390209 | 1 | 0.6% |
| Distinct count | 17 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 150 |
| Missing (%) | 89.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.09705046239495795 |
|---|---|
| Minimum | -2.148691571428571 |
| Maximum | 2.1162371078571427 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -2.148691571 |
|---|---|
| 5-th percentile | -1.673688166 |
| Q1 | -0.3146882429 |
| median | 0.01285052929 |
| Q3 | 0.6294817143 |
| 95-th percentile | 1.599600656 |
| Maximum | 2.116237108 |
| Range | 4.264928679 |
| Interquartile range (IQR) | 0.9441699571 |
Descriptive statistics
| Standard deviation | 1.045323454 |
|---|---|
| Coefficient of variation (CV) | 10.77092709 |
| Kurtosis | 0.5798427518 |
| Mean | 0.09705046239 |
| Median Absolute Deviation (MAD) | 0.7802534035 |
| Skewness | -0.2516876138 |
| Sum | 1.649857861 |
| Variance | 1.092701124 |
| Value | Count | Frequency (%) | |
| 0.4012895 | 1 | 0.6% | |
| -0.6373410929 | 1 | 0.6% | |
| -0.3146882429 | 1 | 0.6% | |
| -0.660481805 | 1 | 0.6% | |
| 0.6294817143 | 1 | 0.6% | |
| -1.554937314 | 1 | 0.6% | |
| -0.2215000857 | 1 | 0.6% | |
| 1.470441543 | 1 | 0.6% | |
| 1.211676964 | 1 | 0.6% | |
| 0.01285052929 | 1 | 0.6% | |
| Other values (7) | 7 | 4.2% | |
| (Missing) | 150 | 89.8% |
| Value | Count | Frequency (%) | |
| -2.148691571 | 1 | 0.6% | |
| -1.554937314 | 1 | 0.6% | |
| -0.660481805 | 1 | 0.6% | |
| -0.6373410929 | 1 | 0.6% | |
| -0.3146882429 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 2.116237108 | 1 | 0.6% | |
| 1.470441543 | 1 | 0.6% | |
| 1.211676964 | 1 | 0.6% | |
| 0.67754455 | 1 | 0.6% | |
| 0.6294817143 | 1 | 0.6% |
| Distinct count | 11 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 156 |
| Missing (%) | 93.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.13962653116883111 |
|---|---|
| Minimum | -1.6576747428571426 |
| Maximum | 1.422356735714286 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -1.657674743 |
|---|---|
| 5-th percentile | -1.424097907 |
| Q1 | -0.5021265179 |
| median | -0.3836873 |
| Q3 | 0.4437888893 |
| 95-th percentile | 1.153995586 |
| Maximum | 1.422356736 |
| Range | 3.080031479 |
| Interquartile range (IQR) | 0.9459154071 |
Descriptive statistics
| Standard deviation | 0.8969898682 |
|---|---|
| Coefficient of variation (CV) | -6.424207926 |
| Kurtosis | -0.2060033761 |
| Mean | -0.1396265312 |
| Median Absolute Deviation (MAD) | 0.6943517712 |
| Skewness | 0.1007363458 |
| Sum | -1.535891843 |
| Variance | 0.8045908236 |
| Value | Count | Frequency (%) | |
| 0.2734216357 | 1 | 0.6% | |
| -1.190521071 | 1 | 0.6% | |
| -0.07476686429 | 1 | 0.6% | |
| 0.8856344357 | 1 | 0.6% | |
| -0.3836873 | 1 | 0.6% | |
| -0.4205577786 | 1 | 0.6% | |
| -0.5321462 | 1 | 0.6% | |
| -1.657674743 | 1 | 0.6% | |
| -0.4721068357 | 1 | 0.6% | |
| 1.422356736 | 1 | 0.6% | |
| (Missing) | 156 | 93.4% |
| Value | Count | Frequency (%) | |
| -1.657674743 | 1 | 0.6% | |
| -1.190521071 | 1 | 0.6% | |
| -0.5321462 | 1 | 0.6% | |
| -0.4721068357 | 1 | 0.6% | |
| -0.4205577786 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 1.422356736 | 1 | 0.6% | |
| 0.8856344357 | 1 | 0.6% | |
| 0.6141561429 | 1 | 0.6% | |
| 0.2734216357 | 1 | 0.6% | |
| -0.07476686429 | 1 | 0.6% |
| Distinct count | 10 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 157 |
| Missing (%) | 94.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00196195000000009 |
|---|---|
| Minimum | -1.134423785714286 |
| Maximum | 1.014352792857143 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -1.134423786 |
|---|---|
| 5-th percentile | -0.8219215043 |
| Q1 | -0.3045761107 |
| median | -0.138236675 |
| Q3 | 0.4644768964 |
| 95-th percentile | 0.8243475154 |
| Maximum | 1.014352793 |
| Range | 2.148776579 |
| Interquartile range (IQR) | 0.7690530071 |
Descriptive statistics
| Standard deviation | 0.6183656962 |
|---|---|
| Coefficient of variation (CV) | 315.179131 |
| Kurtosis | 0.097638845 |
| Mean | 0.00196195 |
| Median Absolute Deviation (MAD) | 0.4874644129 |
| Skewness | -0.1198521672 |
| Sum | 0.0196195 |
| Variance | 0.3823761342 |
| Value | Count | Frequency (%) | |
| -0.3218127429 | 1 | 0.6% | |
| -0.2528662143 | 1 | 0.6% | |
| 1.014352793 | 1 | 0.6% | |
| 0.32909355 | 1 | 0.6% | |
| 0.5096046786 | 1 | 0.6% | |
| -0.4399742714 | 1 | 0.6% | |
| -0.2002434857 | 1 | 0.6% | |
| -0.07622986429 | 1 | 0.6% | |
| -1.134423786 | 1 | 0.6% | |
| 0.5921188429 | 1 | 0.6% | |
| (Missing) | 157 | 94.0% |
| Value | Count | Frequency (%) | |
| -1.134423786 | 1 | 0.6% | |
| -0.4399742714 | 1 | 0.6% | |
| -0.3218127429 | 1 | 0.6% | |
| -0.2528662143 | 1 | 0.6% | |
| -0.2002434857 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 1.014352793 | 1 | 0.6% | |
| 0.5921188429 | 1 | 0.6% | |
| 0.5096046786 | 1 | 0.6% | |
| 0.32909355 | 1 | 0.6% | |
| -0.07622986429 | 1 | 0.6% |
| Distinct count | 9 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 158 |
| Missing (%) | 94.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.06605612682539676 |
|---|---|
| Minimum | -0.9874522428571427 |
| Maximum | 1.2340217428571427 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -0.9874522429 |
|---|---|
| 5-th percentile | -0.7952902491 |
| Q1 | -0.2833015857 |
| median | -0.05193621429 |
| Q3 | 0.5258676 |
| 95-th percentile | 0.9608493171 |
| Maximum | 1.234021743 |
| Range | 2.221473986 |
| Interquartile range (IQR) | 0.8091691857 |
Descriptive statistics
| Standard deviation | 0.6555349858 |
|---|---|
| Coefficient of variation (CV) | 9.923908913 |
| Kurtosis | 0.2401099786 |
| Mean | 0.06605612683 |
| Median Absolute Deviation (MAD) | 0.5034241127 |
| Skewness | 0.2289631999 |
| Sum | 0.5945051414 |
| Variance | 0.4297261176 |
| Value | Count | Frequency (%) | |
| -0.05193621429 | 1 | 0.6% | |
| 0.5258676 | 1 | 0.6% | |
| -0.2833015857 | 1 | 0.6% | |
| 0.2186529929 | 1 | 0.6% | |
| -0.9874522429 | 1 | 0.6% | |
| -0.5070472586 | 1 | 0.6% | |
| -0.1053905714 | 1 | 0.6% | |
| 0.5510906786 | 1 | 0.6% | |
| 1.234021743 | 1 | 0.6% | |
| (Missing) | 158 | 94.6% |
| Value | Count | Frequency (%) | |
| -0.9874522429 | 1 | 0.6% | |
| -0.5070472586 | 1 | 0.6% | |
| -0.2833015857 | 1 | 0.6% | |
| -0.1053905714 | 1 | 0.6% | |
| -0.05193621429 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 1.234021743 | 1 | 0.6% | |
| 0.5510906786 | 1 | 0.6% | |
| 0.5258676 | 1 | 0.6% | |
| 0.2186529929 | 1 | 0.6% | |
| -0.05193621429 | 1 | 0.6% |
| Distinct count | 7 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 160 |
| Missing (%) | 95.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.14301393102040816 |
|---|---|
| Minimum | -1.4740453742857142 |
| Maximum | 0.97314945 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -1.474045374 |
|---|---|
| 5-th percentile | -1.319049379 |
| Q1 | -0.6596971321 |
| median | -0.09027164286 |
| Q3 | 0.4547321571 |
| 95-th percentile | 0.8917093007 |
| Maximum | 0.97314945 |
| Range | 2.447194824 |
| Interquartile range (IQR) | 1.114429289 |
Descriptive statistics
| Standard deviation | 0.8725426681 |
|---|---|
| Coefficient of variation (CV) | -6.101102612 |
| Kurtosis | -0.8452858092 |
| Mean | -0.143013931 |
| Median Absolute Deviation (MAD) | 0.6755422416 |
| Skewness | -0.3063488719 |
| Sum | -1.001097517 |
| Variance | 0.7613307077 |
| Value | Count | Frequency (%) | |
| -0.3620022071 | 1 | 0.6% | |
| -0.09027164286 | 1 | 0.6% | |
| -0.9573920571 | 1 | 0.6% | |
| -1.474045374 | 1 | 0.6% | |
| 0.7016822857 | 1 | 0.6% | |
| 0.2077820286 | 1 | 0.6% | |
| 0.97314945 | 1 | 0.6% | |
| (Missing) | 160 | 95.8% |
| Value | Count | Frequency (%) | |
| -1.474045374 | 1 | 0.6% | |
| -0.9573920571 | 1 | 0.6% | |
| -0.3620022071 | 1 | 0.6% | |
| -0.09027164286 | 1 | 0.6% | |
| 0.2077820286 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 0.97314945 | 1 | 0.6% | |
| 0.7016822857 | 1 | 0.6% | |
| 0.2077820286 | 1 | 0.6% | |
| -0.09027164286 | 1 | 0.6% | |
| -0.3620022071 | 1 | 0.6% |
| Distinct count | 6 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 161 |
| Missing (%) | 96.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08718364690476188 |
|---|---|
| Minimum | -0.541273007142857 |
| Maximum | 1.4311452285714286 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -0.5412730071 |
|---|---|
| 5-th percentile | -0.4574524321 |
| Q1 | -0.1934275661 |
| median | -0.1548958629 |
| Q3 | 0.07324567393 |
| 95-th percentile | 1.110611945 |
| Maximum | 1.431145229 |
| Range | 1.972418236 |
| Interquartile range (IQR) | 0.26667324 |
Descriptive statistics
| Standard deviation | 0.6939986822 |
|---|---|
| Coefficient of variation (CV) | 7.960193303 |
| Kurtosis | 4.108677452 |
| Mean | 0.0871836469 |
| Median Absolute Deviation (MAD) | 0.4685966759 |
| Skewness | 1.90809437 |
| Sum | 0.5231018814 |
| Variance | 0.4816341709 |
| Value | Count | Frequency (%) | |
| -0.1540535829 | 1 | 0.6% | |
| -0.2059907071 | 1 | 0.6% | |
| 0.1490120929 | 1 | 0.6% | |
| -0.5412730071 | 1 | 0.6% | |
| 1.431145229 | 1 | 0.6% | |
| -0.1557381429 | 1 | 0.6% | |
| (Missing) | 161 | 96.4% |
| Value | Count | Frequency (%) | |
| -0.5412730071 | 1 | 0.6% | |
| -0.2059907071 | 1 | 0.6% | |
| -0.1557381429 | 1 | 0.6% | |
| -0.1540535829 | 1 | 0.6% | |
| 0.1490120929 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 1.431145229 | 1 | 0.6% | |
| 0.1490120929 | 1 | 0.6% | |
| -0.1540535829 | 1 | 0.6% | |
| -0.1557381429 | 1 | 0.6% | |
| -0.2059907071 | 1 | 0.6% |
| Distinct count | 6 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 161 |
| Missing (%) | 96.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8536464577619047 |
|---|---|
| Minimum | -0.47120492857142854 |
| Maximum | 2.3955753000000004 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -0.4712049286 |
|---|---|
| 5-th percentile | -0.2844199687 |
| Q1 | 0.2796650956 |
| median | 0.3311095071 |
| Q3 | 1.787356679 |
| 95-th percentile | 2.361520088 |
| Maximum | 2.3955753 |
| Range | 2.866780229 |
| Interquartile range (IQR) | 1.507691583 |
Descriptive statistics
| Standard deviation | 1.1825288 |
|---|---|
| Coefficient of variation (CV) | 1.385267624 |
| Kurtosis | -1.630706981 |
| Mean | 0.8536464578 |
| Median Absolute Deviation (MAD) | 0.9825456115 |
| Skewness | 0.6594703737 |
| Sum | 5.121878747 |
| Variance | 1.398374363 |
| Value | Count | Frequency (%) | |
| 2.3955753 | 1 | 0.6% | |
| 0.2759349109 | 1 | 0.6% | |
| 0.29085565 | 1 | 0.6% | |
| -0.4712049286 | 1 | 0.6% | |
| 0.3713633643 | 1 | 0.6% | |
| 2.25935445 | 1 | 0.6% | |
| (Missing) | 161 | 96.4% |
| Value | Count | Frequency (%) | |
| -0.4712049286 | 1 | 0.6% | |
| 0.2759349109 | 1 | 0.6% | |
| 0.29085565 | 1 | 0.6% | |
| 0.3713633643 | 1 | 0.6% | |
| 2.25935445 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 2.3955753 | 1 | 0.6% | |
| 2.25935445 | 1 | 0.6% | |
| 0.3713633643 | 1 | 0.6% | |
| 0.29085565 | 1 | 0.6% | |
| 0.2759349109 | 1 | 0.6% |
| Distinct count | 4 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 163 |
| Missing (%) | 97.6% |
| Memory size | 1.4 KiB |
| 3.120150986 | |
|---|---|
| 1.03971845 | |
| 0.5776295286 | |
| 0.9014044357 |
| Value | Count | Frequency (%) | |
| 3.120150986 | 1 | 0.6% | |
| 1.03971845 | 1 | 0.6% | |
| 0.5776295286 | 1 | 0.6% | |
| 0.9014044357 | 1 | 0.6% | |
| (Missing) | 163 | 97.6% |
Length
| Max length | 18 |
|---|---|
| Mean length | 3.305389222 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 10 | 76.9% | |
| Lowercase_Letter | 2 | 15.4% | |
| Other_Punctuation | 1 | 7.7% |
| Value | Count | Frequency (%) | |
| Common | 11 | 84.6% | |
| Latin | 2 | 15.4% |
| Value | Count | Frequency (%) | |
| ASCII | 13 | 100.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 165 |
| Missing (%) | 98.8% |
| Memory size | 1.4 KiB |
| 0.5151765071 | |
|---|---|
| 1.093007886 |
| Value | Count | Frequency (%) | |
| 0.5151765071 | 1 | 0.6% | |
| 1.093007886 | 1 | 0.6% | |
| (Missing) | 165 | 98.8% |
Length
| Max length | 18 |
|---|---|
| Mean length | 3.179640719 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 10 | 76.9% | |
| Lowercase_Letter | 2 | 15.4% | |
| Other_Punctuation | 1 | 7.7% |
| Value | Count | Frequency (%) | |
| Common | 11 | 84.6% | |
| Latin | 2 | 15.4% |
| Value | Count | Frequency (%) | |
| ASCII | 13 | 100.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 165 |
| Missing (%) | 98.8% |
| Memory size | 1.4 KiB |
| 0.06298716429 | 1 |
|---|---|
| 0.6779588214 | 1 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0.06298716429 | 1 | 0.6% | |
| 0.6779588214 | 1 | 0.6% | |
| (Missing) | 165 | 98.8% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 165 |
| Missing (%) | 98.8% |
| Memory size | 1.4 KiB |
| -0.3271377286 | |
|---|---|
| 0.1606284714 |
| Value | Count | Frequency (%) | |
| -0.3271377286 | 1 | 0.6% | |
| 0.1606284714 | 1 | 0.6% | |
| (Missing) | 165 | 98.8% |
Length
| Max length | 19 |
|---|---|
| Mean length | 3.191616766 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 9 | 69.2% | |
| Lowercase_Letter | 2 | 15.4% | |
| Dash_Punctuation | 1 | 7.7% | |
| Other_Punctuation | 1 | 7.7% |
| Value | Count | Frequency (%) | |
| Common | 11 | 84.6% | |
| Latin | 2 | 15.4% |
| Value | Count | Frequency (%) | |
| ASCII | 13 | 100.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 165 |
| Missing (%) | 98.8% |
| Memory size | 1.4 KiB |
| 0.2496084643 | |
|---|---|
| -0.3057345643 |
| Value | Count | Frequency (%) | |
| 0.2496084643 | 1 | 0.6% | |
| -0.3057345643 | 1 | 0.6% | |
| (Missing) | 165 | 98.8% |
Length
| Max length | 19 |
|---|---|
| Mean length | 3.185628743 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 10 | 71.4% | |
| Lowercase_Letter | 2 | 14.3% | |
| Dash_Punctuation | 1 | 7.1% | |
| Other_Punctuation | 1 | 7.1% |
| Value | Count | Frequency (%) | |
| Common | 12 | 85.7% | |
| Latin | 2 | 14.3% |
| Value | Count | Frequency (%) | |
| ASCII | 14 | 100.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 165 |
| Missing (%) | 98.8% |
| Memory size | 1.4 KiB |
| 1.485500371 | |
|---|---|
| -0.7215642786 |
| Value | Count | Frequency (%) | |
| 1.485500371 | 1 | 0.6% | |
| -0.7215642786 | 1 | 0.6% | |
| (Missing) | 165 | 98.8% |
Length
| Max length | 19 |
|---|---|
| Mean length | 3.185628743 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 9 | 69.2% | |
| Lowercase_Letter | 2 | 15.4% | |
| Dash_Punctuation | 1 | 7.7% | |
| Other_Punctuation | 1 | 7.7% |
| Value | Count | Frequency (%) | |
| Common | 11 | 84.6% | |
| Latin | 2 | 15.4% |
| Value | Count | Frequency (%) | |
| ASCII | 13 | 100.0% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
First rows
| 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 39 | 40 | 41 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | -0.446009 | -0.471322 | -0.296603 | 0.703977 | 0.127039 | -0.895781 | -1.015929 | -0.685469 | -0.014643 | 0.762790 | 0.055051 | -0.794958 | -0.965211 | 0.080281 | 1.229006 | 1.360294 | 1.267494 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | 0.224218 | 0.422422 | 1.124950 | 0.469423 | -0.716241 | -1.842712 | -1.830905 | -1.373472 | -0.977913 | 0.420048 | 1.978929 | 2.101251 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | 0.090190 | -0.577595 | 0.601158 | 2.328094 | 3.161390 | 3.054033 | 2.004463 | 1.560822 | 0.807679 | -0.619504 | -2.110459 | -2.398881 | -0.357499 | 0.600880 | 0.466426 | -0.522039 | -2.994092 | -4.049866 | -1.582425 | 0.537229 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 3 | 0.846676 | 0.933497 | 0.880535 | -0.353761 | -0.164453 | 0.514893 | 0.577348 | -0.067460 | -1.354803 | -1.849538 | -2.214832 | -0.920295 | 0.236693 | 0.274923 | -0.455833 | -1.556174 | -1.460722 | -1.257280 | -0.901186 | -0.259540 | 0.031217 | -0.155137 | -0.008990 | 0.099479 | 0.203664 | 0.371238 | 0.496920 | 1.864357 | 2.646674 | 2.116237 | 0.885634 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | 0.140466 | 0.489047 | 1.307628 | 0.433446 | -0.767080 | -0.574607 | -0.210959 | -0.342386 | -0.216107 | -0.311756 | -0.491147 | 0.543468 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 5 | -0.758133 | -0.559728 | -0.652349 | -0.232340 | 0.664186 | 0.582285 | 0.558480 | 0.795089 | 0.490850 | 0.409877 | 0.028066 | -0.508147 | -0.344961 | -0.338266 | -0.164234 | -0.051739 | 0.070687 | 0.002442 | 0.007917 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 6 | -0.360297 | -0.546303 | -0.715490 | -0.789755 | -0.581374 | -0.399333 | 0.085253 | 0.497189 | 0.311818 | 0.485008 | 0.440742 | -0.062039 | -0.278251 | -0.436570 | -0.508469 | -0.459298 | 0.027009 | 0.524778 | 0.633745 | 0.802370 | 0.797444 | 0.531825 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 7 | -1.747068 | -1.324252 | -1.498227 | -0.780463 | -0.036946 | 0.528539 | 0.644867 | -0.204020 | -1.335040 | -0.670973 | 0.463983 | 1.118924 | 1.531910 | 2.068106 | 1.989305 | 0.596733 | 0.542894 | -0.243650 | -0.084331 | 0.708268 | 0.459504 | -0.851397 | -1.796071 | -1.716264 | -1.403154 | -0.863864 | 1.186612 | 2.716091 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 8 | -1.003323 | 1.070333 | 1.059153 | 0.201772 | -0.564690 | -1.953937 | -4.531409 | -0.102995 | 1.639240 | 1.633729 | 1.307417 | 1.244714 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9 | 0.070464 | 0.143954 | 0.149449 | 0.088700 | -0.014491 | -0.075559 | 0.245660 | -0.151362 | -0.398144 | -0.463444 | -0.336422 | -0.033621 | 0.081491 | -0.103654 | -0.088276 | 0.084922 | -0.071319 | 0.115123 | 0.354783 | 0.401751 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
Last rows
| 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 39 | 40 | 41 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 157 | -1.603937 | -0.872068 | -1.013902 | -0.655065 | 0.279588 | 0.217170 | -0.020638 | 1.825126 | 3.049074 | 2.779227 | 1.234599 | -0.813965 | -1.012085 | -1.061810 | -1.855625 | -3.398867 | 0.471126 | 2.452024 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 158 | 0.507367 | 0.117523 | 0.074496 | -0.067101 | 0.267550 | 0.460643 | 0.416071 | -0.018703 | -0.126574 | -0.588007 | -1.043263 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 159 | 0.100647 | -0.229493 | -0.336736 | -0.029890 | -0.123226 | -0.293528 | -0.498140 | -0.588421 | -0.315327 | 0.249525 | 0.511254 | 0.617521 | 0.041982 | -0.014253 | -0.007121 | 0.436688 | 0.476758 | 0.246241 | -0.084350 | -0.160136 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 160 | 4.433447 | 2.988158 | 0.965207 | 1.032072 | 0.437703 | 0.180460 | -0.762274 | -2.236285 | -2.417122 | -2.161350 | -1.795934 | -1.426638 | 0.762555 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 161 | -2.630157 | -2.590491 | -2.176605 | 1.064556 | 3.538453 | 4.101522 | 3.471982 | 1.270240 | -0.022814 | -0.441530 | 0.155525 | 2.030690 | 2.781199 | 2.493518 | 0.432790 | -1.640130 | -2.162621 | -2.058367 | -1.599695 | -1.693375 | -1.781760 | -2.542944 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 162 | 0.615331 | 0.094690 | 0.121314 | 0.276457 | 0.244127 | -0.112389 | -0.267825 | -0.340455 | -0.631248 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 163 | 2.260930 | 1.836657 | 1.597287 | 0.015691 | -0.454478 | 0.165934 | 0.077599 | 2.464176 | 3.121006 | 2.704212 | 0.766426 | -5.501779 | -6.212779 | -5.104331 | -2.023574 | 0.913811 | 1.810669 | 1.249391 | -0.770801 | -1.460842 | -0.948819 | -0.313102 | 0.465475 | 1.263991 | 1.014196 | 1.063073 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 164 | -0.808550 | -0.539152 | -0.452866 | -0.888523 | -1.088396 | -0.661093 | -0.162456 | -0.275399 | -0.142248 | 0.023015 | 0.508575 | 0.536260 | 0.409029 | 0.667060 | 0.886393 | 0.553666 | 0.576025 | 0.858687 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 165 | -0.669575 | -0.453423 | -0.632117 | -0.613240 | 0.133268 | 0.510214 | -0.223488 | -0.311972 | 0.436394 | 0.161228 | 0.971368 | 1.915933 | 0.839167 | -0.478549 | -0.686722 | -0.692048 | -0.335775 | 0.129351 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 166 | 3.436811 | 1.355873 | -0.641888 | -0.106861 | -0.012985 | -0.372673 | -0.705974 | -0.483114 | -0.567095 | -1.105872 | -1.623261 | -1.812611 | -1.492610 | -0.933084 | 1.467773 | 2.845941 | 2.266083 | 0.267797 | -1.782239 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |